Implicit Bias

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

31 new papers

A weekly snapshot of new work published in Implicit Bias.

Period ending 2026-09-14

10 new papers

A weekly snapshot of new work published in Implicit Bias.

Period ending 2026-09-07

12 new papers

A weekly snapshot of new work published in Implicit Bias.

Inside this field

Focused directions

593 papers

Latest in Implicit Bias

Browse all topics →
CardsList

  1. Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration

    Jul 8, 2026Weicheng Ma, John Guerrerio, Soroush VosoughiStereotype MitigationBridging Geographic Bias

  2. Discovering Geometric Biases in 3D Face Reconstruction: A Curvature-Aware Spectral Framework for Fairness Evaluation

    Jul 8, 2026Veronika Shilova, Emmanuel Malherbe, Giovanni Palma +3Blind Face RestorationKey Vertebral Morphometry Variables

  3. Unraveling Machine Behavior by Multi-Level Bias Analysis and Detection: Methodology and Application to Computer Vision

    Jul 8, 2026Ignacio Serna, Aythami Morales, Julian FierrezImplicit BiasComputer Vision

  4. LLMs Silently Correct African American English: Auditing and Mitigating Dialect Bias via Activation Steering

    Jul 7, 2026Huan Wu, Ali Emami, Muhammad Furquan Hassan +5Large Language Model BiasAfrican Languages

  5. Stability Annealing Selects the Implicit Bias of Smoothed Sign Descent: A Rate-Indexed Barrier Path on Separable Data

    Jul 7, 2026Xiangwu Wang, Chengwei Cao, Yicheng Song +2Cosine AnnealingSeparability

  6. Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study

    Jul 7, 2026Sangwon Jung, Sumin Yu, Sanghyuk Chun +1Fairness-Aware LearningCounterfactual Learning

  7. RPAM: A Principled Metric for Evaluating Associations in Language Models with High Predictive Validity in Downstream Outputs

    Jul 6, 2026Damian Hodel, Jevin West, Aylin CaliskanEvaluation MetricsImplicit Bias

  8. You Frame It: How Conceptual Representations Shape LLM Detection and Reasoning about Antisemitism

    Jul 6, 2026Katharina Soemer, Helena MihaljevićHate SpeechLarge Language Model Bias

  9. LBR: Towards Mitigating Length Bias in Large Language Models for Recommendation

    Jul 5, 2026Hongchen Li, Bohao Wang, Jingbang Chen +5RecommendationLarge Language Model Bias

  10. Beyond Random Sampling: Distribution-Aware Alignment for Semi-Supervised Medical Image Segmentation

    Jul 5, 2026Weihao Yan, Yeqiang Qian, Yi Dong +1Medical Image SegmentationSemi-Supervised Learning

  11. Probing Identity-Specific Motion Signatures: A Controlled Diagnostic Study

    Jul 3, 2026Yingtie Lei, Fangxun Liu, Baicheng Wu +13Re-IdentificationMotion-Focused Representations

  12. Implicit Bias of SGD in Multivariate ReLU Networks: Effective Width Collapse

    Jul 3, 2026Shuang Liang, Tom Jacobs, Guido MontúfarRectified Linear Unit NetworksStochastic Gradient Descent

  13. From Gentlemen to Frontiermen: Masculine Formations in English-Language Fiction (1771--1930)

    Jul 3, 2026Rong WangGenderNew Era

  14. Unbiased Alignment for Large Language Models with Noisy Preferences

    Jul 3, 2026Jialiang Wang, Xianming Liu, Xiong Zhou +2Direct Preference OptimizationLarge Language Model Bias

  15. PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction

    Jul 3, 2026Zhuoqun Li, Boxi Cao, Jiawei Chen +11Long-Horizon ForecastingNext Activity Prediction

  16. Ask the Right Comparison:Bias-Aware Bayesian Active Top-kk Ranking with LLM Judges

    Jul 2, 2026Jian Xu, Delu Zeng, John Paisley +1Large Language Model JudgesRanking

  17. Gender Differences in Research Topic and Method Selection in Library and Information Science: Perspectives from Three Top Journals

    Jul 2, 2026Chengzhi Zhang, Siqi Wei, Yi Zhao +1GenderAcademic Papers

  18. Distill to Detect: Exposing Stealth Biases in LLMs through Cartridge Distillation

    Jul 1, 2026Shayan Talaei, Abhinav Chinta, Devvrit Khatri +3Large Language Model BiasMachine-Generated Text Detection

  19. Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection

    Jul 1, 2026Joren Michels, Lode Jorissen, Nick MichielsAi-Generated Image DetectionImplicit Bias

  20. Training-Free Debiasing of Diffusion Models via CLIP-Guided Denoising Optimization

    Jul 1, 2026Dain Kim, Jinseo Kim, Sungyong BaikText-To-Image Diffusion ModelsDomain-Invariant Text Embeddings

  21. Understanding Why Language Models Hallucinate: Testing Reasoning Against Priors

    Jul 1, 2026Yangfan Hu, Xuhan Tong, Haoyue Bai +5Large Language Model HallucinationHallucinations

  22. Calibrating the Evaluator: Does Probability Calibration Mitigate Preference Coupling in LLM Agent Feedback Loops?

    Jun 30, 2026Zewen LiuPairwise PreferencesFeedback Learning

  23. Wait, am I Being Fair? Characterizing Deductive Stereotyping and Mitigating It with Fair-GCG

    Jun 30, 2026Naihao Deng, Yilun Zhu, Joan Nwatu +2Stereotype MitigationFairness Constraints

  24. Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment

    Jun 29, 2026Soyoun Won, Aryan Yazdan Parast, Basim Azam +2Text-To-ImageIntermediate Representations

  25. Estimating Grammatical Gender Directions in Contextual Embeddings under Controlled and Natural Contexts

    Jun 29, 2026Huanping Xiao, Yingji LiGenderGrammaticality

  26. Tastes without distinction: silicon samples and the synthetic construction of tastes

    Jun 29, 2026Xiangyu Ma, Mengmi Zhang, Shannon Ang +1Large Language Model BiasSurvey

  27. Can LLMs Hire Fairly? Racial Bias in Resume Screening

    Jun 27, 2026Zhenyu Gao, Wenxi Jiang, Yutong YanGender BiasLarge Language

  28. Beyond the Mean: Three-Axis Fidelity for Aligning LLM-Based Survey Simulators from Small Pilot Data

    Jun 27, 2026Eun Cheol Choi, Youngrae Kim, Prabhu Pugalenthi +2Large Language Model ReliabilitySurvey

  29. Categorizing Mathematical Concepts with LLM Voting Ensembles in Mathswitch

    Jun 27, 2026Katja Berčič, Slobodan StanojevikjMath ProblemsWikipedia

  30. Position Bias Correction is Insufficient for One-Pass Attention Sorting

    Jun 26, 2026Qiong Tang, Xiangkun Hu, Xiangyang Liu +2Implicit Bias

  31. What Actually Works for Spacecraft Fault-Tolerant Control: An Honest Settled-Gate Benchmark of Learned and Classical Methods

    Jun 24, 2026Alireza ShojaeiFault ToleranceSpacecraft

  32. BenchX: Benchmarking AI Models for Cancer Detection and Localization with Demographic and Protocol Biases

    Jun 23, 2026Qi Chen, Wenxuan Li, Pedro R. A. S. Bassi +14Medical Imaging DatasetsNon-Small Cell Lung Cancer

  33. It's Complicated: On the Design and Evaluation of AI-Powered AAC Interfaces

    Jun 23, 2026Blade Frisch, Will Wade, Dylan Gaines +4AccessibilityArtificial Intelligence Evaluation

  34. To Compare, or Not to Compare: On Methodological Practices in Evaluating Social Bias

    Jun 23, 2026Federico Marcuzzi, Xuefei Ning, Roy Schwartz +1Large Language Model BiasImplicit Bias

  35. On the Smallness of the Large Language Models Scaling Exponents

    Jun 23, 2026Sauro Succi, Peter V. Coveney, Alex HansenScaling LawsLarge Models

  36. RoBoSR: Structured Scene Representations for Embodied Robotic Reasoning

    Jun 23, 2026Kewei Hu, Wanchan Yu, Fangwen Chen +6RobocasaImplicit Bias

  37. The impact of generative artificial intelligence on academic development of Chinese students in humanities and social sciences

    Jun 23, 2026Lei Fan, Fangxue LiuArtificial Intelligence LiteracyAcademic Integrity

  38. UnBias-Plus: Detect, Explain, and Rewrite Bias

    Jun 22, 2026Ahmed Y. Radwan, Ahmed ElKady, Sindhuja Chaduvula +3Implicit BiasMachine-Generated Text Detection

  39. Unmasking LAION-5B: Age, Gender, Race, and Emotion Biases in Large-Scale Image Datasets

    Jun 22, 2026Iris Dominguez-Catena, Daniel Paternain, Mikel GalarLarge Image DatasetsDemographics

  40. Memory Contagion: Cross-Temporal Propagation of Evaluator Bias via Agent Memory

    Jun 22, 2026Zewen LiuAgent MemoryImplicit Bias

  41. The Language Blind Spot: How Query Language and Brand Recognition Tier Shape AI-Constructed Brand Reputation Across Twelve European Languages

    Jun 22, 2026Dmitrij ŻatuchinBrand PairsLarge Language Model Bias

  42. Decomposing Financial Market Dynamics via Mechanism Analysis in an Evolutionary Multi-Agent Simulation

    Jun 22, 2026Zhibao ChenMatching MarketsMulti-Agent Simulations

  43. Language-Specific Sentiment Polarity Biases in Encoder and Large Language Model Classification of Product Reviews

    Jun 22, 2026Advita Rajiv, Kavitha Kothur, Gautham ReddyLarge Language Model BiasSentiment Analysis

  44. On the Position Bias of On-Policy Distillation

    Jun 21, 2026Yan Xie, Sijie Zhu, Tiansheng Wen +2On-Policy DistillationImplicit Bias

  45. Biological Sex Determination in Cadavers Using Deep Learning Algorithms from Computed Tomography Images of Pelvis and Skull

    Jun 21, 2026Giovanna Herculano Tormena, Davi Nascimento Araújo, Germano Coimbra Soares de Carvalho +10TomographyCervical Spine

  46. Noise-Debiased Thermodynamic Variance for Local Learning Coefficient Probes

    Jun 21, 2026Yingjia CaiLoss LandscapeSingular Learning Theory

  47. How Well Do Self-Supervised Speech Models Encode Age and Gender in Children's Speech? A Layer-Wise Analysis Across Multiple Architectures

    Jun 20, 2026Abhijit Sinha, Hemant Kumar Kathania, Mohit Joshi +3Self-Supervised Speech ModelsWav2Vec

  48. Gender Differences in Research Topic and Method Convergence among Collaborating Scholars in Library and Information Science

    Jun 20, 2026Chengzhi Zhang, Linlei Xie, Siqi WeiGender

  49. Denoising Iterative Self-Correction: Structured Verification Loops for Reliable LLM Reasoning

    Jun 19, 2026Shen Yin, David Ken, Joel StremmelIterative Self-CorrectionReasoning Errors

  50. Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models

    Jun 19, 2026Zhiqing Yang, Yilun Liu, Yunpu Ma +2Large Language Model BiasPairwise Preferences

  51. Per-Entity Bias Mapping for AI Visibility: Why Brand Mentions Require Entity-Specific Calibration

    Jun 19, 2026Zoltan VargaBrand PairsImplicit Bias

  52. Sexualised synthetic personas encode and amplify gendered power asymmetries through voice

    Jun 19, 2026Alice Ross, Ariadna Sanchez, Elin Kanhov +2GenderPersona

  53. StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs

    Jun 18, 2026Shaghayegh Kolli, Timo Cavelius, Nafiseh Nikeghbal +2Large Language Model BiasImplicit Bias

  54. Fisher-Geometric Sharpness and the Implicit Bias of SGD toward Flat Minima

    Jun 18, 2026Md Sakir Ahmed, Kumaresh Sarmah, Hemen DuttaSharpness-Aware MinimizationStochastic Gradient Descent

  55. Beyond 'One Language, One Script': Quantifying Orthographic Bias in Multilingual VLMs with PuMVR

    Jun 18, 2026Prabhjot Singh, Bhushan Pawar, Madhu ReddiboinaMultilingual BenchmarkLarge Vision Language Models

  56. BAFIS: Dataset + Framework to assess occupational Bias and Human Preference in modern Text-to-image Models

    Jun 18, 2026Thomas Klassert, Adrian Ulges, Biying FuText-To-ImageImage Generation

  57. Identifying Structural Biases from Causal Mechanism Shifts

    Jun 17, 2026Praharsh Nanavati, Jilles Vreeken, David KaltenpothCausal Foundation ModelsLatent Confounders

  58. The Wrong Kind of Right: Quantifying and Localizing Misfired Alignment in LLMs

    Jun 17, 2026Naihao Deng, Yiming Feng, Chimaobi Okite +4Large Language Model AlignmentMisalignment

  59. Gender Bias in LLM Hiring Decisions: Evidence from a Japanese Context and Evaluation of Mitigation Strategies

    Jun 17, 2026Serena A. Hoffstedde, Machiko Hirota, Akshara Nadayanur Sathis Kanna +4Gender BiasGender

  60. Unintended Effects of Geographic Conditioning in Large Language Models

    Jun 16, 2026Naz Col, David M. ChanBridging Geographic BiasLarge Language Model Bias